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Table 5 ACT 10-fold cross-validation results on the training and development datasets

From: Detecting experimental techniques and selecting relevant documents for protein-protein interactions from biomedical literature

System F1 score Specificity Sensitivity Accuracy Matthews Coef AUC iP/R
SVMMeSH ID 75.87 94.26 69.70 87.13 67.68 75.11
SVMMeSH Tree 77.01 94.48 71.08 87.69 69.14 76.22
LRMeSH ID 76.78 93.49 72.23 87.33 68.37 82.89
SVMMeSH ID&Tree 76.90 94.48 70.91 87.64 69.01 76.20
  1. The 10-fold cross-validation results for ACT on the training and development datasets (%). SVMMeSH ID – SVM with MeSH identifiers; SVMMeSH Tree – SVM with MeSH tree structure; LR – LR with MeSH identifiers; SVMMeSH ID&Tree – SVM with both MeSH identifiers and tree structure.